{"id":1961,"date":"2025-01-21T14:55:08","date_gmt":"2025-01-21T05:55:08","guid":{"rendered":"https:\/\/www.first.iir.isct.ac.jp\/?page_id=1961"},"modified":"2025-11-20T17:52:52","modified_gmt":"2025-11-20T08:52:52","slug":"core16","status":"publish","type":"page","link":"https:\/\/www.first.iir.isct.ac.jp\/en\/member\/core16\/","title":{"rendered":"Rohto Mathematical CPS Innovation Collaborative Research Cluster"},"content":{"rendered":"<table class=\"tableLayout02\" border=\"1\">\n<tbody>\n<tr>\n<td rowspan=\"5\" align=\"center\" width=\"120\"><img loading=\"lazy\" decoding=\"async\" class=\"mt-image-none\" src=\"https:\/\/www.first.iir.isct.ac.jp\/fujisawa_2024.jpg\" alt=\"fujisawa_2024.jpg\" width=\"100\" height=\"133\" \/><\/td>\n<td colspan=\"4\"><strong><span style=\"font-size: 16px;\"><a name=\"fujisawa\"><\/a>Prof. Katsuki FUJISAWA<\/span><\/strong><span style=\"font-size: 12px;\">\uff08Concurrent Post\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Room<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5<\/span><\/td>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Mail-Box<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5-5<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>TEL<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">045-924-5086<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>E-mail<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">fujisawa.k(at)first.iir.isct.ac.jp\u3000<span style=\"font-size: 8pt;\">Please replace &#8220;(at)&#8221; with &#8220;@&#8221;.<\/span><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>HomePage<\/strong><\/span><\/td>\n<td colspan=\"3\"><a href=\"https:\/\/sites.google.com\/view\/fujisawa-lab\/\"><span style=\"font-size: 12px;\">https:\/\/sites.google.com\/view\/fujisawa-lab\/<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Research Field<\/strong><\/span><\/td>\n<td colspan=\"4\"><span style=\"font-size: 12px;\">Mathematical optimization, graph analysis, machine learning, deep learning, high-performance computing.<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Objective<\/strong><\/span><\/td>\n<td colspan=\"4\"><span style=\"font-size: 12px;\">Solving various challenges faced by cities, regions, and the industrial sector through the realization of digital twins.<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Current Topics<\/strong><\/span><\/td>\n<td colspan=\"4\">\n<ul>\n<li><span style=\"font-size: 12px;\">Creation of industrial applications enabled by the realization of digital twins.<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Development of mathematical models and algorithms for mobility optimization.<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Utilization of deep learning and quantum computing in production settings.<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Development of detection and tracking technologies for moving objects using deep learning.<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Large-scale data analysis using supercomputers.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"mt-image-none\" src=\"https:\/\/www.first.iir.isct.ac.jp\/research_fujisawa.jpg\" alt=\"research_fujisawa.jpg\" width=\"500\" height=\"275\" \/><br \/>\n<span style=\"font-size: 10px;\">Digital Twin Overview<\/span><\/p>\n<hr \/>\n<table class=\"tableLayout02\" border=\"1\">\n<tbody>\n<tr>\n<td rowspan=\"5\" align=\"center\" width=\"120\"><img loading=\"lazy\" decoding=\"async\" class=\"mt-image-none\" src=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/ishikura_2025.jpg\" alt=\"ishikura_2025.jpg\" width=\"100\" height=\"133\" \/><\/td>\n<td colspan=\"4\"><strong><span style=\"font-size: 16px;\"><a name=\"ishikura\"><\/a>Asst. Prof. Hiroki ISHIKURA<\/span><\/strong><span style=\"font-size: 12px;\">\uff08Specially Appointed\uff09\u3014Fujisawa Lab\u3015\uff08Concurrent Post\uff09<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Room<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5<\/span><\/td>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Mail-Box<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5-5<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>TEL<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">045-924-5086<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>E-mail<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">ishikura.h.de21(at)m.isct.ac.jp\u3000<span style=\"font-size: 8pt;\">Please replace &#8220;(at)&#8221; with &#8220;@&#8221;.<\/span><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>HomePage<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\"><a href=\"https:\/\/sites.google.com\/view\/fujisawa-lab-en\/about-us\/members\/hiroki-ishikura\" target=\"_blank\" rel=\"noopener\">https:\/\/sites.google.com\/view\/fujisawa-lab-en\/about-us\/members\/hiroki-ishikura<\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Current Topics<\/strong><\/span><\/td>\n<td colspan=\"4\">\n<ul>\n<li><span style=\"font-size: 12px;\">Optimization of transporting machine operations using mathematical optimization<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Realization of smart factories through deep learning and mathematical optimization<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.first.iir.isct.ac.jp\/research_ishikura\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7021\" src=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_ishikura.jpg\" alt=\"\" width=\"500\" height=\"285\" srcset=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_ishikura.jpg 500w, https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_ishikura-300x171.jpg 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><br \/>\n<span style=\"font-size: 10px;\">Overview of Mobility Optimization in Automated Warehouses<\/span><\/p>\n<hr \/>\n<table class=\"tableLayout02\" border=\"1\">\n<tbody>\n<tr>\n<td rowspan=\"5\" align=\"center\" width=\"120\"><img loading=\"lazy\" decoding=\"async\" class=\"mt-image-none\" src=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/yamamura2025.jpg\" alt=\"yamamura2025.jpg\" width=\"100\" height=\"133\" \/><\/td>\n<td colspan=\"4\"><strong><span style=\"font-size: 16px;\"><a name=\"yamamura\"><\/a>Asst. Prof. Keiichiro YAMAMURA<\/span><\/strong><span style=\"font-size: 12px;\">\uff08Specially Appointed\uff09\u3014Fujisawa Lab\u3015\uff08Concurrent Post\uff09<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Room<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5<\/span><\/td>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Mail-Box<\/strong><\/span><\/td>\n<td><span style=\"font-size: 12px;\">G5-5<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>TEL<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">045-924-5086<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>E-mail<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\">yamamura.k.d731(at)m.isct.ac.jp\u3000<span style=\"font-size: 8pt;\">Please replace &#8220;(at)&#8221; with &#8220;@&#8221;.<\/span><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>HomePage<\/strong><\/span><\/td>\n<td colspan=\"3\"><span style=\"font-size: 12px;\"><a href=\"https:\/\/sites.google.com\/view\/fujisawa-lab-en\/about-us\/members\/keiichiro-yamamura\" target=\"_blank\" rel=\"noopener\">https:\/\/sites.google.com\/view\/fujisawa-lab-en\/about-us\/members\/keiichiro-yamamura<\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"background: #f5f5f5;\"><span style=\"font-size: 12px;\"><strong>Current Topics<\/strong><\/span><\/td>\n<td colspan=\"4\">\n<ul>\n<li><span style=\"font-size: 12px;\">Development of efficient training algorithm using mathematical optimization<\/span><\/li>\n<li><span style=\"font-size: 12px;\">Application of quantum optimization in training and inference of neural networks<\/span><\/li>\n<\/ul>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.first.iir.isct.ac.jp\/member\/core19\/research_yamamura\/\" rel=\"attachment wp-att-6340\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6340\" src=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_yamamura.png\" alt=\"\" width=\"500\" height=\"285\" srcset=\"https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_yamamura.png 500w, https:\/\/www.first.iir.isct.ac.jp\/cms\/wp-content\/uploads\/research_yamamura-300x171.png 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prof. Katsuki FUJISAWA\uff08Concurrent Post\uff09 Room G5 Mail-Box G5-5 TEL 045-924-5086 E-mail fujisawa.k(at)first.iir.isct.ac.jp\u3000Please replace &#8220;(at)&#8221; with &#8220;@&#8221;. HomePage https:\/\/sites.google.com\/view\/fujisawa-lab\/ Research Field Mathematical optimization, graph analysis, machine learning, deep learning, high-performance computing. Objective Solving various challenges faced by cities, regions, and the industrial sector through the realization of digital twins. Current Topics Creation of industrial applications enabled [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2011,"menu_order":17,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_locale":"en_US","_original_post":"https:\/\/www.first.iir.isct.ac.jp\/?page_id=1935","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1961","page","type-page","status-publish","hentry","en-US"],"_links":{"self":[{"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/pages\/1961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/comments?post=1961"}],"version-history":[{"count":16,"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/pages\/1961\/revisions"}],"predecessor-version":[{"id":9525,"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/pages\/1961\/revisions\/9525"}],"up":[{"embeddable":true,"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/pages\/2011"}],"wp:attachment":[{"href":"https:\/\/www.first.iir.isct.ac.jp\/wp-json\/wp\/v2\/media?parent=1961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}